Ai Writing Humanizer OpenClaw Plugin & Skill | ClawHub
Looking to integrate Ai Writing Humanizer into your AI workflows? This free OpenClaw plugin from ClawHub helps you automate ai & llms tasks instantly, without having to write custom tools from scratch.
What this skill does
Automatically strip AI writing patterns and stock phrases from user-facing prose before sending. Use when preparing longer texts to ensure a natural, human tone without obvious AI tells.
Install
ClawHub CLI
openclaw skills install @hosthobbit/ai-writing-humanizerNode.js (npx)
npx clawhub@latest install ai-writing-humanizerFull SKILL.md
Open originalMetadata table.
| name | description |
|---|---|
| ai-writing-humanizer | Automatically strip AI writing patterns and stock phrases from user-facing prose before sending. Use when preparing longer texts to ensure a natural, human tone without obvious AI tells. |
SKILL.md content below is scrollable.
AI Writing Humanizer
Provide a cleaned, human-sounding version of input text by removing or rewriting common AI-generated writing patterns. Load this skill automatically for any user-facing prose longer than ~150 words.
Patterns Covered
- Overuse of hedging phrases: "At the end of the day", "It's worth noting", "It is important to remember"
- Stock transitions and signposts: "First", "Secondly", "Finally"
- Structural markers: em dashes (—), parentheses for side notes, bullet-like serial lists
- Predictable rule-of-three constructs: "X, Y, and Z" used as checklist language
- Passive voice sections flagged by "was", "were", "has been"
- Performed authenticity cues: "I hope this helps", "Let me know if you have any questions"
Usage
- Pass input text to
scripts/humanize.py --input text.txt --output cleaned.txt. - For integrations, import
humanize_text()from the script and apply before sending.
Bundled Resources
- scripts/humanize.py — Python script implementing regex-based pattern removal and light rewriting
- references/signs-of-ai-writing.md — List of AI writing signs based on Wikipedia
- tests/test_humanizer.py — Regression tests to detect patterns
ClawHub Registry URL: https://clawhub.ai/hosthobbit/skills/ai-writing-humanizer